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Human genome–guided identification of memory-modulating drugs
Edited* by James L. McGaugh, University of California, Irvine, CA, and approved September 27, 2013 (received for review August 6, 2013)

Significance
In the last decade there has been an exponential increase in knowledge about the genetic basis of complex human traits. It is not clear, however, to what extent this knowledge can be used as a starting point for drug identification, one of the central hopes of the human genome project. Here, we report that by using genomic information related to aversive memory—a trait central to posttraumatic stress disorder—we identified several potential drug targets and compounds. In a subsequent pharmacological study with one of the identified compounds, we found a drug-induced reduction of aversive memory. These findings indicate that genomic information can be used as a starting point for the identification of memory-modulating compounds.
Abstract
In the last decade there has been an exponential increase in knowledge about the genetic basis of complex human traits, including neuropsychiatric disorders. It is not clear, however, to what extent this knowledge can be used as a starting point for drug identification, one of the central hopes of the human genome project. The aim of the present study was to identify memory-modulating compounds through the use of human genetic information. We performed a multinational collaborative study, which included assessment of aversive memory—a trait central to posttraumatic stress disorder—and a gene-set analysis in healthy individuals. We identified 20 potential drug target genes in two genomewide-corrected gene sets: the neuroactive ligand–receptor interaction and the long-term depression gene set. In a subsequent double-blind, placebo-controlled study in healthy volunteers, we aimed at providing a proof of concept for the genome-guided identification of memory modulating compounds. Pharmacological intervention at the neuroactive ligand–receptor interaction gene set led to significant reduction of aversive memory. The findings demonstrate that genome information, along with appropriate data mining methodology, can be used as a starting point for the identification of memory-modulating compounds.
Footnotes
- ↵1To whom correspondence may be addressed. E-mail: andreas.papas{at}unibas.ch or dominique.dequervain{at}unibas.ch.
Author contributions: A. Papassotiropoulos, T.E., F.J., I.-T.K., P.P., A. Muhs, A. Pfeifer, and D.J.-F.d.Q. designed research; C.G., S.A., N.S.S., P.D., E.M., V.E., E.H., K.-D.H., and K.S. performed research; A. Papassotiropoulos, A.H., B.A., L.G., I.-T.K., A. Milnik, C.V., and D.J.-F.d.Q. analyzed data; A. Papassotiropoulos, C.G., A.H., S.A., A.A., N.S.S., B.A., P.D., E.M., T.E., V.E., L.G., E.H., K.-D.H., F.J., I.-T.K., A. Milnik, P.P., K.S., C.V., A. Muhs, A. Pfeifer, and D.J.-F.d.Q. wrote the paper.
Conflict of interest statement: The study was done in collaboration with and was partially funded by ACImmune SA, Lausanne, Switzerland. P.P., A. Muhs, and A. Pfeifer are employees of ACImmune. A. Papassotiropoulos is scientific consultant of ACImmune. ACImmune SA and University of Basel are coapplicants. A. Papassotiropoulos and D.J.-F.d.Q. are inventors of a patent related to the use of diphenhydramine as memory modulator.
↵*This Direct Submission article had a prearranged editor.
This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1314478110/-/DCSupplemental.
Freely available online through the PNAS open access option.